Our results contribute to the literature on StoSQP mentioned in Section REF . [1]}, [2]}, [3]}, [4]}, [5]}, [6]} showed global convergence for various StoSQP schemes; [7]} showed iteration complexity for an exact StoSQP with constant \(\beta _t\) ; none of them provided a local view of StoSQP. To be specific, our main results (a)-(c) lead to the following four-fold contributions.
